Convolutional Neural Network with Attention Mechanism and Visual Vibration Signal Analysis for Bearing Fault Diagnosis

Convolutional Neural Network with Attention Mechanism and Visual Vibration Signal Analysis for Bearing Fault Diagnosis

Bearings, as widely employed supporting components, frequently work in challenging working conditions, leading to diverse fault types. Traditional methods for diagnosing bearing faults primarily center on time–frequency analysis, but this often requires expert experience for accurate fault identific...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Qing Zhang, Xiaohan Wei, Ye Wang, Chenggang Hou
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: MDPI AG 2024-03-01
Σειρά:Sensors
Θέματα:
attention mechanism
convolutional neural networks
bearing
fault diagnosis
Διαθέσιμο Online:https://www.mdpi.com/1424-8220/24/6/1831

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https://www.mdpi.com/1424-8220/24/6/1831

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